void TestDetection()
{
DetectionModule *pDM = new DetectionModule();
pDM->Init("E:\\ImDetection\\ImDetectionApp\\Test\\Rscreen_shortFinger.avi");
pDM->DoDetection();
SimpleFingerDetectionResultSet resultSet;
pDM->GetDetectionResult(resultSet);
for(int x=0; x<resultSet.m_nFrameNum; x++)
{
SimpleDetectionResult* &currDR = resultSet.m_arrSimpleDR[x];
WCHAR str[MAX_PATH];
swprintf(str, L"[shooting] %d , fingerNum = %d \n",x,currDR->GetFingerNum());
//cout << str <<endl;
OutputDebugStringW(str);
//_DPRINTF((L"%d , fingerNum = %d \n",x,m_pDetectionModule->m_arrDetectionResults[x]->m_nFingerNum));
}
ParameterSet paramSet;
pDM->GetParameters(paramSet);
for(int x=0; x<paramSet.GetParamNum(); x++)
{
cout << "x = " <<x <<"name = " << paramSet.GetParameterName(x) << "value = " << paramSet.GetParameterByIndex(x) <<endl;
//printf("%d, %s %d \n",x,paramSet.GetParameterName(x),paramSet.GetParameter(x));
}
paramSet.SetParameterByIndex(4,60/255.0);
pDM->DoDetection();
delete pDM;
}
void TestClasses()
{
ParamSetAndMeasurement pam;
pam = LoaderAndWriter::LoadParameterSetAndMeasurementFromFile("E:\\ImDetection\\ImDetectionApp\\OptimalParameterEstimation\\Result5\\TotalResult.txt");
for(int x=36; x >=30; x--)
{
vector<int> vecIndex = pam.GetParamSetAndMeasurementSetPairIndexArrByScore(x);
char filaname[MAX_PATH];
sprintf(filaname,"E:\\ImDetection\\ImDetectionApp\\OptimalParameterEstimation\\Result5\\%d.txt",x);
LoaderAndWriter::WriteSpecificParameterSetAndMeasurementToFile(pam,vecIndex,filaname);
}
CalculateScore cal;
LoaderAndWriter myLoaderAndWriter;
{
SimpleFingerDetectionResultSet fileResultSet = myLoaderAndWriter.LoadDetectionResultSetFromFile("GT.txt");
SimpleFingerDetectionResultSet resultSetDR = myLoaderAndWriter.LoadDetectionResultSetFromFile("DR.txt");
cal.SetGroundTruth(fileResultSet);
cal.SetDetectionResult(resultSetDR);
}
MeasurementSet ms;
cal.DoCalculateScore(&ms);
SimpleFingerDetectionResultSet resultSetDR;
cal.GetDetectionResult(&resultSetDR);
myLoaderAndWriter.WriteDetectionResultSetToFile(resultSetDR,"test_write.txt");
ParamSetAndMeasurementSet pair;
{
ParameterSet paramSet;
paramSet.AddParameter("ABC",10);
paramSet.AddParameter("DEf",10);
pair.AddParamSetAndMeasurementSetPair(paramSet,ms);
}
LoaderAndWriter::WriteParameterSetAndMeasurementSetToFile(pair,"paraAndmeasure.txt");
ParameterSet paramSet2;
//pair.GetParamSetAndScorePair(0,¶mSet2,&score2);
paramSet2;
NextParametersGenerator myGenerator;
ParameterSet paramSet3;
paramSet3.AddParameter("A",0.2);
paramSet3.AddParameter("B",10);
paramSet3.AddParameter("C",1);
ParameterSetRange paramSetRange;
paramSetRange.AddParameterRange(0,1,0.2);
paramSetRange.AddParameterRange(5,15,5);
paramSetRange.AddParameterRange(1,7,2);
double low,high,step;
paramSetRange.GetParameterRange(0,&low,&high,&step);
ParameterSet iteParamSet;
bool flagFinish = false;
myGenerator.Init(paramSet3,paramSetRange);
int counter = 0;
while(!flagFinish)
{
myGenerator.GetNextParamSet(&iteParamSet);
for(int x=0; x<iteParamSet.GetParamNum(); x++)
{
cout << iteParamSet.GetParameterName(x) << "," << iteParamSet.GetParameterByIndex(x) <<endl;
}
cout << "=================== "<< counter <<endl;
myGenerator.GenerateNextParamSet(&flagFinish);
counter++;
}
system("pause");
}
void TestAllParamAndMeasurementByTraceSet()
{
char folderName[MAX_PATH] = "640x480_RandomLine";
//IplImage *img = cvLoadImage("GT_Line_thin.png",0);
IplImage *img = cvLoadImage("640x480_RandomLine/RandomLine_flip_fgIsWhite.png",0);
ParamSetAndMeasurementByTraceSet m_paraSetAndMeasurementByTraceSet;
//=== Init CalculateScore ===
CalculateScore_Dynamic myCal;
myCal.Init(img,15,720/2);
//=== Init parameter generator
ParameterSet paraSet;
paraSet.AddParameter("SubBgValue",0);
paraSet.AddParameter("SimpleHighPassWindowHalf",8);
paraSet.AddParameter("Threshold",25);
paraSet.AddParameter("FingerSize",60);
ParameterSetRange paramSetRange;
paramSetRange.AddParameterRange(0, 20, 5); // SubBgValue
paramSetRange.AddParameterRange(8, 12, 1); // SimpleHighPassWindowHalf
paramSetRange.AddParameterRange(25, 50, 5); // Threshold
paramSetRange.AddParameterRange(60, 160, 20); // FingerSize
NextParametersGenerator m_paraGenerator;
HRESULT hr = m_paraGenerator.Init(paraSet,paramSetRange);
bool flagFinish = false;
int counter=0;
while(!flagFinish)
{
m_paraGenerator.GetNextParamSet(¶Set);
m_paraGenerator.GenerateNextParamSet(&flagFinish);
//--- load DR result ---
char loadFileName[MAX_PATH];
sprintf(loadFileName,"%s/DR_%.2f_%.2f_%.2f_%.2f.txt",folderName,paraSet.GetParameterByIndex(0),paraSet.GetParameterByIndex(1),paraSet.GetParameterByIndex(2),paraSet.GetParameterByIndex(3));
SimpleFingerDetectionResultSet DRset = LoaderAndWriter::LoadDetectionResultSetFromFile(loadFileName);
myCal.SetDetectionResult(DRset);
MeasurementByTraceSet msByTraceSet;
myCal.DoCalculateScore(&msByTraceSet);
char saveFileName[MAX_PATH];
sprintf(saveFileName,"%s/Simple_%.2f_%.2f_%.2f_%.2f.txt",folderName,paraSet.GetParameterByIndex(0),paraSet.GetParameterByIndex(1),paraSet.GetParameterByIndex(2),paraSet.GetParameterByIndex(3));
//LoaderAndWriter::WriteMeasurementByTraceSetToFile(msByTraceSet,saveFileName);
LoaderAndWriter::WriteMeasurementByTraceSetToFile_simple(msByTraceSet,saveFileName);
m_paraSetAndMeasurementByTraceSet.AddParamSetAndMeasurementSetPair(paraSet,msByTraceSet);
//=== Show progress ===
/*WCHAR str[MAX_PATH];
float progress;
int totalIteration, currIteration;
m_paraGenerator.GetProgress(&progress,&currIteration,&totalIteration);
printf("Progress %.3f",progress);*/
printf("%d___%.2f_%.2f_%.2f_%.2f\n",counter,paraSet.GetParameterByIndex(0),paraSet.GetParameterByIndex(1),paraSet.GetParameterByIndex(2),paraSet.GetParameterByIndex(3));
counter++;
}
char filename3[MAX_PATH];
sprintf(filename3,"%s/TotalResult.txt",folderName);
//LoaderAndWriter::WriteParameterSetAndMeasurementByTraceSetToFile(m_paraSetAndMeasurementByTraceSet,filename3);
LoaderAndWriter::WriteParameterSetAndMeasurementByTraceSetToFile_simple(m_paraSetAndMeasurementByTraceSet,filename3);
printf("Finish optimal parameter search!");
}